[HN Gopher] Who won the Amstel Gold Race? Human error in photo-f...
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       Who won the Amstel Gold Race? Human error in photo-finishes
        
       Author : tomglynch
       Score  : 473 points
       Date   : 2021-04-28 16:00 UTC (1 days ago)
        
 (HTM) web link (www.tglyn.ch)
 (TXT) w3m dump (www.tglyn.ch)
        
       | PaulHoule wrote:
       | I've wondered what you'd get if you put a "photo finish" camera
       | on the side of a car. The perspective would be out of whack (e.g.
       | a 10 m long object 20 m away looks the same length as a 10 m long
       | object 2000 m away) but it would be a much cheaper sensor than
       | what Google uses for street view.
        
         | bitcurious wrote:
         | If your phone has a panorama mode try taking a photo while the
         | car is cruising. As a passenger obviously.
        
         | HALtheWise wrote:
         | I would be excited to see someone try that, since it would
         | produce an image that is effectively a parallel viewpoint in
         | one axis and a pinhole camera in the other. I doubt it would be
         | cheaper than Google's street view cameras, though, since
         | standard cameras and lenses are commodity equipment.
        
           | PaulHoule wrote:
           | I think I will.
           | 
           | An ordinary camera would work if mounted rigidly to the car,
           | you could shoot a video and then take out the center line
           | after the fact. 55 miles/hour is about 80 ft/sec so the
           | horizontal resolution is a little bit more than a foot with a
           | 60 fps video, you could make out houses but not read house
           | numbers.
           | 
           | I think most webcams have a low-level interface that would
           | let you read out part of the display without reading the rest
           | so getting a better frame rate could be done at low cost too.
           | 
           | I think I'm going to try taking pictures of clouds first...
        
         | jhayward wrote:
         | I believe that is essentially what airborne surveillance
         | cameras (used to) do. They used a line-aperture moving film
         | setup. I don't know how they accounted for the velocity of the
         | aircraft.
        
       | [deleted]
        
       | toast0 wrote:
       | Some thoughts from looking at amstel_Finishphoto_AGR21.png.
       | 
       | a) in the horizontal axis, everything changes at 6 pixel
       | intervals, I'm going to call those samples
       | 
       | b) I count ten samples as the narrowest of the front tire at both
       | the early samples and the later samples of both riders.
       | (including the fringing).
       | 
       | c) there's a two sample gap between the front of the front tire
       | of the top rider and the bottom rider (pixels 835 - 840 for the
       | top rider, and 823 - 828)
       | 
       | d) there's also a two sample gap at the back of the front tire
       | (pixels 355 - 361 for the top rider and pixels 343 - 348 for the
       | bottom rider)
       | 
       | I'm not invested enough to try to figure out other points of
       | reference to compare, but it seems likely that if the riders were
       | separated by two samples when their front tires entered the line
       | of sampling, and also separated by two samples when their front
       | tires left the line of sampling, that they were separated by two
       | samples throughout that time. Since they would have crossed the
       | (marked) finish line while their tires were being sampled, I'm
       | comfyish saying the bottom rider was 2 samples behind the top at
       | the finish line.
       | 
       | If my calculation is right, each front tire took 80 samples to
       | clear the line of sampling; and if it was 2000 samples per
       | second, that's 0.04 seconds for the bikes to clear the camera;
       | might that be enough time for the second bike to have been pushed
       | forward and pulled back such that it may have won; I dunno.
       | 
       | also e) now I've used up my evening time I had meant to do
       | something else with :P
        
         | tomglynch wrote:
         | Very good analysis. I'm just wondering if a 'bike throw' could
         | cause a sudden acceleration and then deceleration both within
         | the time the front wheel travelled over the line. Which could
         | mean the rider in 2nd may have crossed the real finish line
         | first. Though it's true that this does seem unlikely and
         | therefore i'd also be comfy-ish with what you are suggestion.
        
           | sugarkjube wrote:
           | Indeed there was a bike throw, and tv footage shows pidcock
           | first crossing the line. So maybe the bike throw is a good
           | explanation.
           | 
           | You guys may be on to something. Maybe worth looking at the
           | axis of the wheel crossing the finish?
        
           | toast0 wrote:
           | If I hadn't forgotten where I put my physics hat, maybe we
           | could figure out what sort of acceleration would be needed to
           | get the bottom bike ahead of the top bike, assuming the top
           | bike was traveling at constant velocity.
           | 
           | If the front hubs were easier to distinguish, I'd have liked
           | to compare those, but it didn't seem clear like the tires.
        
       | deanpea wrote:
       | Very interesting write up. Given the price of photo-finish
       | cameras, I wonder if there's a solution with slow motion cameras
       | which could provide some margin for error as well as a better
       | spectacle for viewers?
        
         | tomglynch wrote:
         | Yeah true - it would be interesting if one of the super slow mo
         | cameras they use in sports would be as good at determining the
         | winner.
        
           | comex wrote:
           | Well, there are slow mo cameras that go well over the 2,000
           | or 3,500 FPS mentioned in the article. If oriented the same
           | way, they would provide a strict superset of the information
           | of a strip photography camera, since you could recover the
           | strip photo by just extracting one column from successive
           | frames of the video. It doesn't seem like the price is even
           | particularly different. I'm not an expert, though, just
           | judging based on Google results. Maybe there is some obstacle
           | I'm not thinking of.
        
         | rocqua wrote:
         | Slow mo camera's produce too much data to run continuously.
         | These camera's are used to determine the entire finishing
         | order. They need to be running constantly.
        
           | ska wrote:
           | You could filter a lot of it out automatically - might be
           | doable these days.
        
       | tomglynch wrote:
       | OP here. I think the spoke movement is probably the most likely
       | to be able to work out who reached the actual finish first. That
       | is based on the spoke patterns in this image:
       | http://tglyn.ch/blog/images/amstel_Finishphoto_AGR21.png
       | 
       | The curve of the spokes should mean we can determine the distance
       | the rider has traveled after the photo-finish camera.
       | 
       | I cover my other ideas in the 'Further research required section'
       | about 75% of the way down the article. If you have any further
       | suggestions please let me know. Tom
        
         | jhgb wrote:
         | > having it in the wrong spot means we may never know if Tom
         | Pidcock's extra speed would have allowed him to make up the
         | small distance in the final 26.86cm.
         | 
         | Isn't it possible to extrapolate the movement from the last few
         | frames of the image sequence?
        
           | tomglynch wrote:
           | Potentially - do you mean via the video or the photo-finish
           | image? I've suggested in the article looking at when the
           | wheel reaches 98% of the full height which I think is along
           | the lines of what you're saying.
        
             | jhgb wrote:
             | I meant the photo-finish cameras, but nevermind, I forgot
             | how these things worked. But I would expect high-speed 2D
             | cameras being available today at the finish line as well.
        
         | mnw21cam wrote:
         | The shape of the curves of the spokes doesn't depend on the
         | speed. If you take the picture of the wheel, and fix the aspect
         | ratio so that it is circular, then the spokes will have a curve
         | independent of the speed of the wheel. Speed determination is
         | purely based on the aspect ratio of the entire wheel.
         | 
         | To reason on why this might be true - consider that the bottom
         | of the wheel is stationary, and the top of the wheel is moving
         | at twice the speed. This is the case regardless of the speed of
         | the wheel. If you rolled the wheel past the camera really
         | slowly, the entire wheel would be stretched out horizontally,
         | but the spokes would all be in the same arrangement.
         | 
         | The reason for this is that the camera is a fixed position line
         | scan where the variable is time only. If we switch to thinking
         | about standard video cameras with a rolling shutter, then these
         | have a line scan where the variable is time _and space_ - that
         | is, the camera samples a scan that is moving at a known speed.
         | If you have a video with a camera like this of helicopter
         | blades, for instance, then you can determine the blade rotation
         | speed from a single frame. But with this finish camera, that
         | doesn 't work.
         | 
         | So, to determine speed, the best possible action is to pick two
         | points on the rigid body that is moving, and time how long it
         | takes to pass the recording line. The further apart these
         | points are, the more accurate the average speed determination
         | will be. The trade-off for this is that the speed measurement
         | will be the average between the time the first point and the
         | second point passes the recording line, and we are only
         | interested in the average speed at the point the front of the
         | bike passes the line.
         | 
         | What we can show however, as pointed out elsewhere[0], is that
         | one bike was in front of the other when the front of the wheel,
         | the hub of the wheel, and the back of the wheel passed the
         | recording point. When the back of the wheel passed the
         | recording point, the front of the wheel definitely passed the
         | actual finish line, so assuming the two wheels are the same
         | size then the front of that wheel passed the finish line before
         | the other one.
         | 
         | [0] https://news.ycombinator.com/item?id=26978621
        
           | tomglynch wrote:
           | Great comment! Super informative and something I had not
           | properly thought about. But you're totally right, curvature
           | of the spokes is based only on the fact it's rolling past the
           | camera, and two wheels rolling at different speeds will
           | result in the same spoke pattern.
        
         | eCa wrote:
         | Very nice write-up, it was a fun race to watch. On your future
         | research, alternative 1: Instead of only looking at the width
         | of the wheel, what about looking at the height/width ratio? The
         | quicker wheel ought to be relatively more "squished"
         | horizontally.
         | 
         | On the other hand, with the tight margins involved, it might be
         | that the ratios are not comparable due to the fact that they
         | are not the same distance from the camera.
        
         | masswerk wrote:
         | I think, the spokes are a good approach, since these are
         | actually objects recorded in time.
         | 
         | However, I think @gorgoiler [1] has made a valid point
         | regarding the intersection of the "finish plane" and the plane
         | recorded by the camera. (On the photo shown on your blog, the
         | camera appears to be mounted slightly behind the finish line,
         | thus, intersecting the "finish plane" at the ideal height,
         | should point to just before the finish line at ground level.
         | But there isn't sufficient information in the photo to measure
         | such a minimal angle, or to confirm, if there's any at all.)
         | 
         | [1] https://news.ycombinator.com/item?id=26977975
        
       | ernesth wrote:
       | I assume the finish line should correspond to the scaffolding
       | above the road that sports "Finish".
       | https://www.tglyn.ch/blog/images/amstel_photofinish_camera_p...
       | 
       | The computation by the author of the article indeed confirms
       | this: https://www.tglyn.ch/blog/images/amstel_approx_line.png
       | 
       | My point is that it is the painted line that was not correctly
       | placed rather than the camera.
        
         | tomglynch wrote:
         | This would be a great question for the operator. Thanks for
         | your input :)
        
       | mvanaltvorst wrote:
       | Is it just me, or is it really obvious that Wout won?
       | 
       | https://i.imgur.com/g78YNla.png
       | 
       | Each pixel column is a specific point in time. I added a few
       | landmarks: when the front of the wheel passes the camera view,
       | when the axis of the wheel passes the camera view, and when the
       | end of the wheel passes the camera view. Blue for the top biker
       | (Wout) and green for the bottom biker (Tom).
       | 
       | Every single event happened earlier for Wout. Both wheels are the
       | same diameter. Therefore, the entire period where the wheel
       | intersected the camera view, Wout's wheel was ahead. Including
       | the exact period where Wout passed the actual finish line.
       | 
       | If Tom would have passed Wout, you would expect that the bottom
       | wheel would be more "squeezed" such that the end of Tom's wheel
       | would have passed the camera line earlier than Wout. Same for the
       | other landmark (centre of wheel).
       | 
       | You can add more landmarks if you want (e.g. approximate when the
       | wheel passes for 25% and for 75%), but it should be clear by pure
       | margin that Wout had the lead for the whole duration where the
       | front wheels passed the camera view. Pretty much all the
       | computation in this article was unnecessary.
       | 
       | Amstel gold made the good call, though I agree that it was
       | probably more luck.
        
         | polote wrote:
         | Your comment clearly shows that you haven't read the article.
         | 
         | The main point of the post is that the photo you are showing is
         | not the photo at the time the two guys crossed the line
        
           | dpwm wrote:
           | > Your comment clearly shows that you haven't read the
           | article.
           | 
           | This was my first thought. Then I thought about it some more,
           | and became persuaded _I_ was wrong. I definitely did read the
           | article.
           | 
           | According to the explanation in the article, it's a narrow
           | slice, so the back of the wheel would be photographed when
           | _that_ passed the finish line, even if ~30cm out - at which
           | point the front would be clearly _over_ the finish line.
           | 
           | The point being that the wheel is bigger than 30cm. It's
           | subtle, but I'm persuaded - unless I'm missing something,
           | like them not having or not actually enforcing wheel-size
           | regulations.
           | 
           | I personally find it very difficult to reason about something
           | that looks so much like a photograph where only vertically-
           | aligned points were taken at the same time.
        
           | xsmasher wrote:
           | You don't understand his point. He states "Each pixel column
           | is a specific point in time." He's saying you can observe
           | when the BACK of the wheel crosses the too-early "camera
           | line" and determine the winner.
           | 
           | Unfortunately this isn't true if the camera line is not
           | parallel to the finish line, which it probably was not.
        
           | mvanaltvorst wrote:
           | I think you misunderstood how a photo finish camera works.
           | Please try re-watching the explanation video. The photo isn't
           | a snapshot of the race at a specific time, the photo shows an
           | entire interval where the top cyclers passed the finish line.
           | It's like having long shutter time and a narrow slit and
           | slowly moving the camera such that you get the view of the
           | slit projected along the entire camera sensor.
        
         | gameswithgo wrote:
         | the rule is that the person ahead in the photo is the winner.
         | doesn't matter if the photo is wrong.
        
         | knodi123 wrote:
         | side issue- the distortion of the spokes is screaming "rolling
         | shutter effect", which tells me that the sensor was only read
         | from one edge to another. If it was top-to-bottom, then the top
         | pixels really could be older than the bottom ones, and vice
         | versa for bottom-to-top scans. If it was left-to-right it's not
         | clear to me whether that could cause false impressions, but
         | it's certainly not a perfect representation of a discreet
         | instant of reality.
        
           | grmarcil wrote:
           | It is a kind of rolling shutter effect, but you're
           | misunderstanding the finish camera's design - they capture a
           | single column of pixels and the horizontal axis is actually
           | time. This is why the background of photofinishes is a bunch
           | of streaks.
           | 
           | https://en.wikipedia.org/wiki/Photo_finish#Strip_photography
        
         | tomglynch wrote:
         | I agree that you're probably correct that Wout did win.
         | However, I don't think you've correctly lined up the center of
         | the wheels, nor the rear of Wouts wheel.
         | 
         | For the center of the wheel, Wouts looks slighty too early and
         | I think due to the larger size of Pidcock's hubs it's hard to
         | determine the center here too. As for the rear of the wheel,
         | Wouts gum wall tyre is hard to see.
         | 
         | So all in all, it does seem likely Wout held the lead. However,
         | a well times bike throw can change a riders speed momentarily
         | for a short period of time and based on the video Pidcock's
         | bike throw was significantly more effective than Wouts. So
         | while I'm not going as far to say Pidcock would have won, I'd
         | say there is a chance Pidcock had the lead momentarily, and
         | that moment may have occurred as Pidcock crossed the actual
         | finish.
        
           | [deleted]
        
           | bjornorn wrote:
           | Assuming Pidcock was in front on the actual finish line, his
           | hub would have been about 5cm in front of the photo-finish
           | line. That leaves about 3ms for him to finish the bike throw
           | and return his hub behind Wouts hub. Seems like a stretch,
           | but still a possibility :-)
           | 
           | Maybe you could also look at how deformed the wheel perimeter
           | compared to a perfect ellipse to estimate the speed at
           | different points?
           | 
           | EDIT: Or you could calculate whether it's humanly possible to
           | move a bike a few centimeters forwards and back again in
           | about 15ms, which I think the hypothetical bike throw must
           | have been for Pidcock to be the actual winner?
        
             | tomglynch wrote:
             | The wheel perimeter idea I did suggest (cmd + f for the
             | '40%' bit down the bottom of the article) but I think the
             | tolerances are likely too small to do it properly. Would
             | love someone to give it a go though.
        
         | alias_neo wrote:
         | Having read the entire article, I believe the point was related
         | to the photo-finish camera being positioned some distance
         | before what is officially the "finish line", approx 20cm+ they
         | say.
         | 
         | The argument is that if Tom was travelling faster, the distance
         | could have been made up in that time, potentially for a win.
        
           | rjmunro wrote:
           | I suspsect the camera was most likely _positioned_ exactly on
           | the finish line, but _aimed_ [?]20cm behind it. This implies
           | the rider furthest from the camera would be given an unfair
           | advantage.
           | 
           | If it was nudged by a gust of wind or something, it seems
           | very unlikely that the camera would have moved a full 20cm
           | but remained parallel to the finish line.
        
           | mvanaltvorst wrote:
           | You're right, the camera was in front of the actual finish
           | line.
           | 
           | My point is that Wout was ahead for the /entire/ duration
           | where the front wheel intersected the camera line. The
           | wheel's diameter is bigger than 20cm, so the moment when Wout
           | passed the actual finish line is included in this interval.
           | Therefore, Wout was ahead when the winner passed the actual
           | finish line. QED.
        
             | alias_neo wrote:
             | Got it, thanks for elaborating, I failed to understand that
             | point from your initial comment.
        
             | cameron_b wrote:
             | Stated otherwise,
             | 
             | If there was an overtake -during- the moment of the photo
             | finish then one bicycle would eclipse the other. The
             | overtaken cycle would be entirely longer than the
             | overtaking bicycle.
             | 
             | Line judges go for wheel contact, so for an overtaking to
             | count, the -front wheel- of the overtaking rider would have
             | to be fully within the front wheel of the other.
        
           | SiempreViernes wrote:
           | As long as the rider and their bike is much wider than the
           | misalignment, the only effect is to shift which point in the
           | picture corresponds to the moment they pass the finishing
           | line.
           | 
           | As the OP demonstrates Wout was ahead even at landmarks over
           | 20 cm from the front of the wheel the only way Tom could win
           | was if his front wheel physically elongated over 20 cm in
           | those last milliseconds.
        
             | usrusr wrote:
             | If it was 20 cm off it might just as well have been a few
             | degrees off from being perpendicular to the road/parallel
             | to the line that marks the finish.
             | 
             | The rules are the outcome of reluctant evolution since back
             | in the 19th century, it's hardly surprising that the camera
             | isn't necessarily considered the ultimate source of truth.
             | 
             | (history of techno and a road cycling race on the first
             | lines of hn, today it's _really_ looking as if tailored to
             | mock my interests)
        
         | rockdoe wrote:
         | This analysis assumes the camera was aligned perfectly parallel
         | to the finish line, but offset from it.
         | 
         | Unfortunately, there's no reason to assume this was true.
         | Almost the opposite! If the operator did set up the camera
         | correctly initially, and we know the far end ended up pointing
         | to the wrong panel (got a knock?), this makes it more likely it
         | was skewed so as to advantage the most distant rider. And that
         | was Van Aert.
        
           | [deleted]
        
           | mannykannot wrote:
           | Supporting evidence for your point comes, I think, from the
           | fact that, for each bicycle, the left end of the handlebars
           | appears ahead of the right one - meaning that it crossed the
           | plane of the camera view first. I don't think the wheels
           | could have been noticably misaligned from straight ahead
           | here, could they? - in which case, this would imply that the
           | camera plane is skewed as you suggest.
           | 
           | If this is correct, then it suggests a way to estimate, and
           | correct for, the skew, as we have other photos and videos
           | showing approxinately how far the riders were from each other
           | and from the camera, as well as their trajectories as they
           | crossed the line.
        
         | treis wrote:
         | I think this photo pretty clearly shows the winner:
         | 
         | https://www.tglyn.ch/blog/images/amstel_barrier_closer.png
         | 
         | The left bike is on the white paint while the right is not.
         | Clear that the left one is slightly ahead of the right
        
           | aqme28 wrote:
           | Could that camera be using a horizontal rolling shutter?
        
           | macintux wrote:
           | The right wheel appears to be elevated, per another article
           | they both threw their bikes forward at the finish. That would
           | impact the view from this angle to the point where I don't
           | see that as definitive.
        
         | microtheo wrote:
         | No, I also thought about it and found it obvious that he won.
        
         | cycomanic wrote:
         | Thanks, I was thinking about doing the same plot as you.
         | Watching the race, I believe Wout even appeared to be faster
         | after the finish line, if I recall correctly.
        
           | mvanaltvorst wrote:
           | The fact that the gap between the blue and green lines is
           | increasing over time confirms your hypothesis.
        
         | SamBam wrote:
         | I think you're right. Stated in simpler terms, both the front
         | _and the back_ of Wout 's wheel passed the line of the camera
         | before the front or back of Tom's bike.
         | 
         | Even if the camera were 10 cms off, the fact that the back of
         | Wout's front wheel passed that mark before the back of Tom's
         | front wheel must means that the front of his wheel was still
         | ahead at that moment. (Assuming same sized wheels.)
        
       | Havoc wrote:
       | Somewhat amazing that this can't be determined reliably. As far
       | as physics problems go it seems reasonably tame compared to other
       | challenges out there
        
       | mhandley wrote:
       | One other possibility is that the camera was positioned in the
       | correct place, but was angled slightly to the left with respect
       | to the line, rather than being exactly parallel with the line. I
       | don't know how they set up these cameras to ensure they're
       | parallel with the line, but this seems at least as likely as
       | aligning the camera parallel but in the wrong place. I'm not sure
       | how you'd be able to tell from the images though, but it would
       | make a much bigger difference to the actual result.
        
       | jrudolph wrote:
       | Awesome research. I have similar quibbles about photo finish
       | cameras in sports and written about them [0].
       | 
       | There are usually tons of rules in sport about the equipment, the
       | Race course etc . but how exactly the finish needs to be set up
       | is often vague. In this case it was an alignment issue at fault.
       | But the next problem is the arbitrary resolution finish cameras
       | work at. How wide is the pixel slot? This can be the difference
       | between calling a tie or a small margin.
       | 
       | [0] https://www.rowinginmotion.com/thoughts-fairness-rowing/
        
         | tomglynch wrote:
         | Yeah the UCI rules for photo finish seem very vague, and also
         | don't seem enforced. I haven't used a photo-finish camera
         | myself but it seems to me the tech behind these is quite dated,
         | the shots from the 1960s are almost as good except for the
         | frame rate and number of pixels. Perhaps there is a better way.
        
       | scotty79 wrote:
       | Or you could just change the rules and declare that the finish
       | line is wherever the camera is pointed at and what's painted on
       | the ground is just a rough indicator of where the finish line
       | actually is.
       | 
       | Or maybe rules are already exactly that?
        
         | adamjb wrote:
         | That is in fact what the UCI regulations say.
        
           | sverhagen wrote:
           | It's been maybe fifteen years since I read up on those rules,
           | I assume some things changed, but there weren't much details
           | on this then. Do you have some relevant quotes?
        
             | tomglynch wrote:
             | This is also what I thought when reading the rules. It does
             | say the race if you can't tell by the eye is decided by the
             | photo-finish. But from what I read at no point does it say,
             | the finish is where the photo-finish points and the paint
             | is just arbitrary.
        
         | throwaway744678 wrote:
         | Wouldn't it be a bit unfair for the competitors? They wouldn't
         | have any way of knowing where the actual finish line would
         | stand.
         | 
         | Perhaps they could include some margin of error; if the photo
         | is in that margin, the result would be a tie?
        
       | xmprt wrote:
       | This was a really good writeup. I thought for sure there would be
       | no way to salvage it after you mentioned how they messed up but
       | then you talked about using the curvature of the spokes and the
       | width of the wheels in the photo finish to figure out how the
       | wheels were spinning and it blew my mind.
        
       | abel_ wrote:
       | I think the distortion of the video-finish camera should be
       | considered when making these estimates. There's quite a lot of it
       | happening in the shot. Narrowing down the specific camera
       | intrinsic parameters may be a challenge. The EXIF data of the
       | original footage might be fruitful.
       | 
       | It might also be possible to undistort using some assumptions on
       | colinear points in the video (i.e., the finish line and signs
       | should have straight lines).
        
         | lostlogin wrote:
         | > It might also be possible to undistort.
         | 
         | It might be possible to res it right up using that new
         | photoshop feature. A joke obviously...
        
         | tomglynch wrote:
         | Exif data is a good suggestion - I'll see what I've got
         | 
         | EDIT: nah nothing interesting there. It may have been stripped
         | when they emailed it to me?
        
       | helsinkiandrew wrote:
       | I'd say that was a draw.
        
       | fotta wrote:
       | I used to work with these line-scan photo finish camera systems
       | (we used FinishLynx) timing track meets.
       | 
       | This error is pretty comical to me because aligning the camera is
       | the first thing we do after putting the camera up and looking at
       | their images, it's pretty clear it wasn't aligned properly. The
       | cameras can auto-align, but we didn't trust it and manually
       | aligned it, but I'm wondering if maybe the event organizers auto-
       | aligned and didn't bother to check? The cameras are mounted on a
       | motorized base that can move in 3 dimensions with very fine
       | precision [0]. In the OP, you can see the event organizers have a
       | black line across the finish on a white base. In order to
       | manually align it you just have someone run back and forth across
       | the line and move the camera with the computer until you pick up
       | the very left edge of the black line, which is very clear because
       | you can see the ground change from black to white in the image
       | (or vice versa depending on where you start).
       | 
       | We also used to always put a white piece of wood behind the line
       | so that the images would always have a white background. This
       | makes it so much easier to detect the edge of a torso when
       | clicking on a person to indicate their time. In the OP, if their
       | camera was aligned correctly, red would've been a tough
       | background color. Also a black line is questionable. I would've
       | had a white line on black base for the same reasons.
       | 
       | [0] https://www.finishlynx.com/product/accessories/camera-
       | mounti...
        
       | dekhn wrote:
       | Time differences like this are insignificant.
        
       | cycomanic wrote:
       | I see on issue with this analysis, the use of the TV camera
       | picture a the reference datum. However, that camera has likely
       | many more issues than the finish line camera. While it looks like
       | the red advertisement is aligned with the camera from that image
       | I don't think this is necessarily the case. It depends on the
       | height of the camera, the angle and possible distortions.
        
         | tomglynch wrote:
         | While I've only inCluded that single image in my analysis,
         | having a look at the video of the full race where they pass the
         | finish line many times it is clear the red sign is aligned with
         | the finish line.
        
           | cycomanic wrote:
           | That's not what I mean. You assume that the TV camera is
           | perfectly aligned with the finish line, because that's how
           | you determine the position of the advertisement relative to
           | the line. However, if the TV camera is offset from the finish
           | line, depending on height/focal length/orientation and
           | aberrations of the camera, the line would appear offset
           | relative to the advertisement. Therefore you determine the
           | wrong position of the line compared to the advertisement.
           | That would always be the same for the full video of the race,
           | so watching the race will not change this.
        
             | cycomanic wrote:
             | I should say that it might not make a difference, but
             | mainly to point out that one needs to be careful as to what
             | exactly we use as our datum.
        
       | tsjq wrote:
       | Too much work, IMO. Just give them both Gold medals.
        
         | mariusor wrote:
         | For this particular race you get beer, not medals. I don't
         | remember seeing medals in cycling outside of the Olympics.
        
       | xpe wrote:
       | In addition to the technological factors here (optics), think
       | about the biological timing of the riders. Wout van Aert picked
       | the right time to accelerate and win -- from the front! He won
       | even with a significant aerodynamic disadvantage.
       | 
       | Wout!!!
       | 
       | > According to UCI regulations, the photo finish verdict is
       | final, because the finish line is what the photo finish says it
       | is.
       | 
       | https://cyclingtips.com/2021/04/making-sense-of-the-controve...
        
       | gorgoiler wrote:
       | The "finish line" could be thought of as a two dimensional plane.
       | The winner is the first person to touch or pass through the
       | plane.
       | 
       | If you're painting a line then the "finish line" is where that
       | plane touches the ground. For other races it might be a piece of
       | tape held at chest height -- the part of the body that usually
       | goes through the plane first.
       | 
       | When the competitors are bicycles then they all the same height
       | -- the middles of the front wheels are all the same height off
       | the ground, something on the order of 400mm. The finish line is
       | floating about a foot off the ground.
       | 
       | The specialist streak camera photographs objects passing through
       | a 2D plane. Ideally you would have that plane aligned vertically
       | so that the finish plane and the camera plane were the same.
       | 
       | If for some reason you couldn't do that -- let's say the camera
       | could only be placed a few feet in front of the finish line so as
       | to see around an object -- then you would have to _arbitrarily_
       | angle the camera plane to intersect the finish plane.
       | 
       | The intersection of these two planes will give you the "finish
       | line". For a bicycle race, do you set it up so that the finish
       | line is on the ground, or floating 400mm above the ground? If you
       | do the latter then the projection of the camera plane into the
       | road will indeed give a line that stops short of the finish
       | plane, but that's irrelevant -- the actual finish line at the
       | middle of the front wheel is in the correct place.
       | 
       | I think the article assumes the former when the organisers did
       | the latter?
        
         | falcolas wrote:
         | It's my understanding (and confirmed by other comments on HN to
         | this article) that the rules define the camera's sensing plane
         | _as_ the finish plane. So, regardless of the paint on the
         | ground (which can not and will not ever form a perfect line),
         | it 's the camera that matters.
        
         | tomglynch wrote:
         | Ah this is an interesting thought though I don't think this is
         | what the organisers were trying to do. Or if they are, it does
         | not match up with what they are meant to do as per the UCI
         | specs (the UCI is the international cycling governing body).
         | 
         | In another comment I was discussing the tech being somewhat
         | outdated - perhaps your suggestion is part of the solution.
         | Would two cameras on different planes result in more accurate
         | results?
        
           | gorgoiler wrote:
           | It's probably quite hard to make an orthographic streak
           | camera that is pointing vertically down in the same plane as
           | the finish, but that seems like the optimal solution.
           | 
           | Moreover, if the camera is used to identify the times and
           | finish positions of all the riders, it's probably quite hard
           | to identify them from above. Perhaps a streak video
           | synchronised with TV footage would be convincing?
           | 
           | How about a prismatic laser and fog machine at the finish?
           | It'll look like an 80s rave but the streak camera will
           | clearly show where the finish is.
        
           | dmurray wrote:
           | > Would two cameras on different planes result in more
           | accurate results?
           | 
           | A man with one watch knows what time it is. A man with two is
           | never sure.
        
         | reedf1 wrote:
         | Doesn't the difficulty here become the limitations of the
         | sensor? And perhaps lens distortion?
        
       | FearNotDaniel wrote:
       | As a child I was taught that sport should be "sportsmanlike".
       | Perhaps in a situation like this, the real solution should be "I
       | say, it's a draw, well done chaps, you have both proved to be at
       | the top of your field! How remarkable that the result is so close
       | that our best technology cannot even distinguish between the two
       | of you. Well done everyone, what a great race, now let's all go
       | to the pub and celebrate."
        
         | croon wrote:
         | Or have a tiebreaker. It would be testing something slightly
         | different (more endurance) than what they'd train for, but
         | there would likely be an easier call the second time,
         | statistically if nothing else.
        
         | rexfuzzle wrote:
         | It also happens in horse racing which I though was very off
         | considering the betting involved.
        
           | Ensorceled wrote:
           | The "dead heat" rules are fair, the bookies pay out half for
           | both winners (or thirds for three etc.)
        
         | timwaagh wrote:
         | sportsmanlike is when you lose by a hair, you congratulate the
         | winner and don't feel too bad about it. What you're suggesting
         | is a test of competence, not a race.
        
         | vbsteven wrote:
         | I agree that sport should be sportsmanlike, but there is also
         | an entertainment factor. These pro cyclists are public figures,
         | paid by teams funded by corporate sponsors, cyclists have
         | public rivalries and journalists pour fuel on the fire. Events
         | from one race carry over to the next. There is lots of drama,
         | there are rules which change over time (and usually lag a few
         | years behind technology advances), race officials have to make
         | decisions in the heat of the moment, usually very controversial
         | decisions after rule changes. (look at the recent
         | disqualifications due to the new anti-littering and dangerous-
         | bike-position rules this year, and the bike-lane rules a few
         | years ago)
         | 
         | On one side it's unfortunate that technological details and
         | possibly human error make it hard or controversial to decide
         | the winner for this race, on the other side this event has kept
         | the cycling community talking for 3 weeks (even HN is talking
         | about it right now). And most likely in the next few months or
         | years we'll see some rule/regulation changes to handle these
         | cases better. Just like in politics, something needs to happen
         | first before action is taken. All the recent rule changes were
         | triggered by dangerous crashes or other events.
         | 
         | And imho all of this combined makes pro-cycling one of the most
         | exciting forms of entertainment to watch or follow.
         | 
         | A little side note: Many amateur races don't have photo finish
         | equipment. In my race days sometimes not even a camera, and 3
         | race officials would stand on a little platform above the
         | finish line with voice recorders just calling out jersey
         | numbers and then get together in a room for 20 minutes to
         | compare recordings and compile the final result. Draws were
         | much more common back then.
         | 
         | edit: all of the previous races and media coverage and drama
         | and the first 250k in this race have led to this super exciting
         | final 1k that is ultimately decided by millimeters. To me that
         | is beautiful.
        
           | eru wrote:
           | > A little side note: Many amateur races don't have photo
           | finish equipment. In my race days sometimes not even a
           | camera, and 3 race officials would stand on a little platform
           | above the finish line with voice recorders just calling out
           | jersey numbers and then get together in a room for 20 minutes
           | to compare recordings and compile the final result. Draws
           | were much more common back then.
           | 
           | Interestingly, technology makes this trivial these days:
           | 
           | Pop a cheap Android phone on a tripod, and with the right
           | software (or even just taking a video), you have a decent
           | approximation of photo finish equipment.
           | 
           | (I say 'trivial', because a smartphones with the required
           | capabilities are basically free, if you take an old, used
           | one.)
        
             | vbsteven wrote:
             | Yes indeed. And I have to admit that my race days are more
             | than 10 years ago before smartphones were commonplace. The
             | fancy organizers had camcorders for this purpose, others
             | audio recorders and some others just pen and paper.
        
           | inopinatus wrote:
           | Transponders are very common in club level racing now, and
           | the accuracy available is good enough for the grassroots
           | level of competition in pretty much every discipline (except,
           | possibly, track sprint).
           | 
           | Still, I think there will always be a place for a stone-faced
           | commissaire with a clipboard, freezing their ass off in the
           | finish-line rain, watching the bunch draw near.
        
             | sverhagen wrote:
             | I worked in this field, posted elsewhere on this page about
             | working photo finish at Amstel Gold in the past. Around
             | that time we also experimented with transponders, maybe
             | even at an Amstel Gold Race, else at the Netherlands Tour
             | (or Eneco Tour). The accuracy, at high speed, of
             | transponders, didn't quite solve for the close finishes. A
             | bigger problem were the practical issues: transponders gone
             | missing in crashes, bike switches, transponders being
             | mounted in the wrong place (enough to matter). It's not a
             | substitute for photo finish. It is, though, a great
             | substitute for reading bib numbers off of a poorly lighted
             | photo finish. They're complementary.
        
               | vbsteven wrote:
               | Would you be so kind to provide a short high level
               | summary on how the transponder tech works?
               | 
               | I always assumed the transponders were mostly used for GC
               | timekeeping in multi-day stage races and maybe help
               | automate the initial results shown on TV post-finish.
               | 
               | The live telemetry (wattage, speed, heartrate) we've seen
               | in some races the last few years are also very
               | interesting. But that's probably a different tech stack
               | from transponders used for timekeeping.
        
               | inopinatus wrote:
               | Most transponders in competitive sports, and certainly
               | most pro cycling events, will be an active type, i.e.
               | they include their own power source. The timing mats are
               | relatively simple EM trigger loops that induce the
               | transponder to wake up, yelp its identity (typically on
               | UHF frequencies) to the trackside receivers that will
               | actually record the passing time, then go back to sleep.
               | Such systems generally remain reliable even in large
               | passing groups. Commercial prices vary, but the trackside
               | equipment (mat, decoder, laptop, software) typically
               | costs a few thousand dollars, and the transponders ~$100
               | each with a lifespan of 5 years.
               | 
               | Some manufacturers claim millisecond accuracy, which is
               | plenty for (say) counting laps in cyclo-cross, or for
               | timing many BMX events; but they're not enough to
               | distinguish the places in a >70km/h field sprint for the
               | finish line.
               | 
               | Some mass participation events like public marathons may
               | use low-cost/disposable passive transponders e.g. ones
               | embedded in the bib number; these are more like a typical
               | RFID chip, having a longer (and rather jittery) wake-up
               | time, in part because they draw power from the mat
               | itself, and a much lower transmission energy. They're
               | more easily disrupted by environmental conditions, or
               | when passing in large groups, or even by sweat & skin
               | contact.
               | 
               | Telemetry from onboard bike computers and sensors is
               | indeed a completely separate stack, and can be anything
               | from a bluetooth relay by phone app over cellular, to a
               | dedicated vendor-specific box with its own SIM card and a
               | short-range radio to signal the team car. The onboard
               | sensors are generally using ANT or BTLE to talk to the
               | head unit aka "bike computer" that aggregates, records,
               | displays, and relays the data. Speed may be calculated by
               | GPS/GLONASS/etc, or sensed by wheel rotations e.g. using
               | a spoke magnet or even hub-based rate ticker, in which
               | case the necessary measure of precise wheel diameter may
               | still be calibrated by the head unit using GPS. Power is
               | not measured directly but inferred e.g. by integrating a
               | dynamometer within the crankarm to compute power from
               | strain & cadence. Some units also capture barometric
               | pressure to estimate altitude, and this may be considered
               | more accurate than GPS right up until you ride through a
               | pressure front and it goes bananas. Some bicycles e.g.
               | those with electronic/wireless shifting may also report
               | their current chainring & sprocket selection, and finally
               | you can overlay all this excruciating near-real-time
               | detail onto the Gopro video feed from your
               | handlebars/seatpost cameras and livestream it over
               | cellular networks and thence to the world-wide peanut
               | gallery.
               | 
               | To sum up, there's an awful lot of 2.4GHz activity going
               | on in the pro peloton, and I hereby deny ever having
               | paired a second bike computer with the HR strap and power
               | meter of my nemesis in order to know when the bastard was
               | too tired to follow my attack, no sir
        
               | vbsteven wrote:
               | Thank you. That was exactly the information I was looking
               | for.
        
           | eterevsky wrote:
           | I don't see how declaring this race a draw would deter from
           | the excitement or from the entertainment value. If anything,
           | it would add to it, since this is such a rare occurrence.
        
             | foobar1962 wrote:
             | The gambling/betting agencies won't want 2 winners in the
             | race.
        
             | vbsteven wrote:
             | Agreed, my response was not meant as a judgement on whether
             | a draw would be a better or worse conclusion. I was trying
             | to highlight the broader context around the events and
             | their outcome.
             | 
             | In this case it wasn't immediately clear who won and the
             | officials had to make a call under pressure with millions
             | of people waiting. They called Van Aert as the winner based
             | on the imperfect data they had. Was it the right call?
             | Maybe, maybe not. In an alternate timeline they might have
             | called Pidcock, or a draw, or a redo of the last 1km.
             | 
             | The takeaway is that this rare occurrence happened and
             | sparked lots of discussion, which hopefully leads to
             | technological and/or regulation changes to could handle
             | these occurrences better in the future. I would call that
             | progress.
        
         | cesis wrote:
         | That happens in Olympic Games
         | 
         | https://www.olympic.org/news/double-gold-medal-joy-as-oleksi...
        
           | doikor wrote:
           | This happens in swimming because of the tolerance of making
           | an olympic spec pool. A good swimmer goes a bit over 2mm
           | every 0.001s. The pools have 3cm tolerance meaning the lanes
           | are not the exact same length (it would be crazy expensive to
           | make pools to smaller tolerances)
           | 
           | So to solve this they just don't measure beyond hundreds (no
           | human can swim fast enough that the distance they travel
           | within 0.01s could make a difference). And thus can not use
           | photo finish either as again the lanes are not guaranteed to
           | be the same length.
           | 
           | https://interestingengineering.com/significant-digits-and-
           | po...
           | 
           | edit: In other sports like running it is easy to have
           | accurate track length as you just paint the lines after
           | building the track so you can have it as accurate as you want
           | (+photo finish). In swimming it just does not work like that.
        
             | Ichthypresbyter wrote:
             | Exactly- in a few days earlier, Mahe Drysdale of New
             | Zealand won gold in the men's single sculls after being
             | maybe a centimetre ahead of Damir Martin of Croatia at the
             | line:
             | 
             | https://www.telegraph.co.uk/content/dam/news/2016/08/13/dry
             | s...
             | 
             | (Drysdale is in the black boat).
        
             | eru wrote:
             | Well, they could have everyone swim one after another in
             | the same lane. It's not like there's much interaction
             | between racers, as there is eg in a boxing match.
             | 
             | (Of course, this would totally ruin the sport for
             | spectators.
             | 
             | Following this logic, for any sport with no interaction,
             | everyone could just stay home and run around their own
             | track whenever they feel like and just send in their times
             | to a central record keeper.)
        
               | xxs wrote:
               | Having a competitor next to you provides a stronger
               | absolute result. It's believed to be a standard natural
               | selection/evolution effect. Even pain tolerances
               | increase.
        
               | usrusr wrote:
               | Also conditions change over time. Indoor pools are much
               | less affected than e.g. a ski run in inclement weather or
               | ski flying where competitions are basically lotteries in
               | who gets a favorable gust, but subtle changes in e.g. air
               | oxygen content could easily cause performance differences
               | in the range we are talking about here.
        
               | xxs wrote:
               | >ski flying where competitions are basically lotteries in
               | who gets a favorable gust
               | 
               | That has always bothered me that there are some
               | calculations/arbitrary numbers based on the wind... to a
               | point the length of the ramp gets adjusted. I recall when
               | the V shape was introduced, initially it was shunned by
               | the judges for bad style (negative points), regardless it
               | was obviously aerodynamically better. However, swimming
               | would also be affected as the water temperature won't be
               | constant either.
        
             | Someone wrote:
             | That still doesn't guarantee that the winner was the
             | fastest.
             | 
             | Let's say real times were 58.994999 and 58.995000 seconds.
             | The first gets registered as 58.99, the second as 59.00.
             | Actual difference is a millionth of a second, or, at 2
             | meters a second, 2mm.
             | 
             | I think they do this in swimming more because swimmers,
             | certainly at shorter distances, more race themselves than
             | their competitors. That's a huge difference with road
             | cycling, where typically the front riders in a sprint could
             | get over the finish earlier, if they wanted to, but don't
             | want to do that, as, if they did that, their competition
             | would tail them up to the last few meters and then jump
             | over them.
             | 
             | Rowing is somewhat of a middle ground. They do use finish
             | photos, even though there's the same. "Tracks aren't
             | guaranteed to be the same length" problem as in swimming.
             | 
             | A famous example is the men's scull final in the 2016
             | Olympics:
             | https://www.olympicchannel.com/en/video/detail/mahe-
             | drysdale...
             | 
             | I don't understand why you think it's easy to have accurate
             | track length in running. Temperature may affect track
             | length. A lot more importantly, I don't think it's even
             | doable in events where runners all start in their own track
             | but are allowed to move to the inner track after x meters.
             | But again, it's less important there because runners race
             | against each other there more than in short swim races.
        
               | xxs wrote:
               | >Let's say real times were 58.994999 and 58.995000
               | seconds.
               | 
               | How do you achieve a million frames per second? Even
               | analog input (like touching - which would be capacitive
               | [hence more tolerances]) will have a very hard time
               | registering that, just based on cable and PCB traces
               | length, temperature differences (which affect silicon and
               | resistance in general). 7 digit precision is a non-
               | trivial task for non-controlled environment. For example
               | 8.5 digit voltmeters take one 1 minute for a single
               | measurement and they have to have extremely good
               | temperature controls.
               | 
               | Then for the microsecond precision you have to consider
               | the speed of sound just to propagate to participants to
               | hear the gun.
        
               | sokoloff wrote:
               | They're not hypothesizing a measurement device recording
               | those times and then rounding. They're just setting up a
               | "let's take as a given that this is what really happened
               | in the world" and asking what errors our processes could
               | do if we do a series of imprecise measurements and then
               | compare those measurements.
               | 
               | Side note: my HP 3458A can do a small handful of 8.5
               | digit DCV measurements per second.
        
               | xxs wrote:
               | >my HP 3458A can do a small handful of 8.5 digit DCV
               | measurements per second.
               | 
               | I thought they had like 100k samples a second. Is it
               | really sufficient for 8.5 precision?
               | 
               | Edit: perhaps measurement should be confined only to
               | relative finish between the participants, e.g. finish
               | within 1ms should be considered the same (regardless if
               | they fall in the same hundreds of a second bucket)
        
               | cameron_b wrote:
               | interestingly enough, for stage races, that is how things
               | work to some degree for the "pack" finish, just not the
               | guys going for the day's podium
        
               | sokoloff wrote:
               | I don't keep mine in cal (or even powered up all the
               | time), so I can't claim full volt-nut status here, but my
               | understanding is the 100K/sec 4.5 digit measurement rate
               | is limited by communications not by sampling rate. (The
               | 5.5 digit rate is 50K/sec, implying the 4.5 digit rate
               | limit is not in the measurement but more likely in the
               | GPIB.)
               | 
               | On thing I know with perfect precision: HP/Keysight knows
               | more than me about this. :)
        
               | Ichthypresbyter wrote:
               | Rowing alignment is slightly different from swimming
               | alignment.
               | 
               | In swimming, the start and finish are both fixed physical
               | objects that the swimmer must touch (though in all events
               | except backstroke, the start is a bit weird because it's
               | outside the pool).
               | 
               | In rowing, the finish line is an imaginary line much like
               | cycling or running. While at the Olympics there are
               | 'clogs' to hold the bows of the boats which drop down at
               | the start:
               | 
               | https://www.polaritas.com/products-and-
               | services/automatic-st...
               | 
               | a race official is always required to certify that the
               | bows are aligned, which is why the gates are transparent
               | (and the system includes video cameras to help this
               | official).
        
               | doikor wrote:
               | > "Tracks aren't guaranteed to be the same length"
               | problem as in swimming.
               | 
               | In rowing you row between 2 imaginary lines. You don't
               | even have to get the distance of these lines perfectly
               | just make sure they are both in the same direction and
               | neither boat gets the advantage.
               | 
               | With swimming you have to build a 50m long and quite wide
               | concrete structure that has straight angles at all 4
               | corners and has perfectly straight walls. This is
               | actually much harder to do then it sounds.
        
               | stevesimmons wrote:
               | We could do it in swimming by building the pools a few cm
               | longer, and then having adjustable touchplates to give
               | the precise distance for each lane. :)
        
               | doikor wrote:
               | This is actually how it is done for new pools. They
               | overbuild them by a couple cm and then adjust the
               | touchplates. But the rules should work for the 50y old
               | pools too.
        
               | Someone wrote:
               | > You don't even have to get the distance of these lines
               | perfectly just make sure they are both in the same
               | direction and neither boat gets the advantage.
               | 
               | Nitpick: that is not correct. If the shape of the course
               | is a parallellogram, the shortest course between the
               | short sides is perpendicular to those sides. Teams in
               | some of the lanes my be able to pick such a course. For
               | example:
               | ________________________________                 /A
               | B/                /                              /
               | /                              /              /C
               | D/              -----------------------------------------
               | -------------------
               | 
               | A crew starting in the AB lane can row to D instead.
               | That's legal, if they don't hinder other crews. A crew
               | starting at C doesn't have the option to row a shorter
               | course.
               | 
               | It is very unlikely they won't hinder other crews if they
               | cross all lanes, but they might just cross lanes of a few
               | much slower boats.
               | 
               | That's all theoretical, though. The net gain on a normal
               | course would be very, very small, and buoys will
               | typically hinder crews that would try this so much that
               | it wouldn't be worth it, to start with.
               | 
               | Also, for the true nitpicker, "the right direction" can
               | be difficult. Drawing equidistant lines on a globe isn't
               | trivial (I don't think the effect will be large for a 2km
               | course on earth, though)
        
             | tzs wrote:
             | > This happens in swimming because of the tolerance of
             | making an olympic spec pool. A good swimmer goes a bit over
             | 2mm every 0.001s. The pools have 3cm tolerance meaning the
             | lanes are not the exact same length (it would be crazy
             | expensive to make pools to smaller tolerances).
             | 
             | It would be crazy expensive to make the _pools_ to such a
             | small tolerance, perhaps, but it is not the length of the
             | pool that actually counts, is it? It is the distance to the
             | touch pad that counts.
             | 
             | Would it be crazy expensive to make the touch pad mounting
             | system adjustable so that the position of each lane's pad
             | could be adjusted to millimeter or even sub-millimeter
             | tolerances?
        
               | doikor wrote:
               | Main problem is old pools that don't have space for this
               | (would make the pool under length). In general the same
               | rules are used in all levels of competition. The only
               | difference at the moment is minimum pool depth for world
               | championships and olympics which is a bit deeper.
               | 
               | But yes in general new competition pools are built to be
               | slightly larger than 50m and you just adjust the pads at
               | the ends.
        
               | toast0 wrote:
               | Many swim races are more than one lap, so you would have
               | to adjust the touch pads for lap count.
        
               | opwieurposiu wrote:
               | You could equalize the length of the lanes, but there are
               | water currents that give different lanes "headwinds" or
               | "tailwinds". These are caused by the pumps, wave action,
               | and thermal convection.
        
             | xxs wrote:
             | Swimming is worse than that as the inner lanes have
             | inherent advantage of less water drag as the waves bounce
             | off the walls. Of course inner lanes are seeded with the
             | fastest timings from the previous heat.
        
               | doikor wrote:
               | This is why modern competition pools are 10 lanes wide
               | but only the inner 8 are used in competitions.
        
       | runningmike wrote:
       | Great research! But van Aart is the right winner. The photo
       | finish picture is stated s the official result. Every athlete
       | knows that, despite alignment errors of the equipment.
        
         | djmips wrote:
         | Exactly. It's a bit arbitrary but it's the final call.
        
           | viraptor wrote:
           | The idea of the race, bikes, and how we measure the whole
           | thing is arbitrary to begin with :-)
        
         | tomglynch wrote:
         | True, though if Wout won by the rules but Tom crossed the
         | finish line first that is not a great outcome.
        
           | hiroprot wrote:
           | Given that they are not necessarily the same, perhaps more
           | accurate to say "So who crossed the finish line first?" in
           | your article? We know who won.
           | 
           | As someone who has both won and lost bike races determined by
           | photo finish, I enjoyed this article a lot. Well done sir!
        
       | MR4D wrote:
       | Fascinating article, and great to see a problem solver at work.
       | 
       | However, I question humanity's sanity when we declare a winner in
       | a 216.75km long race by someone who (possibly) won by 0.016
       | seconds (and poorly declared either way from the article).
       | 
       | At what point do races become a tie instead of 1st/2nd ? Just
       | because we can doesn't mean we should. I mean, if we had a camera
       | that could take 350,000 photos per second does that mean we
       | should use it to declare the winner?
       | 
       | I remember this issue came up in swimming a few years ago, and
       | people were arguing that the timing measurement was finer than
       | the tolerance for error of the measurement of pressure on the
       | pad. We still talk about that race venue today:
       | https://www.theringer.com/2020/7/29/21345181/milorad-cavic-m...
       | 
       | This article seems to make the argument quite well:
       | https://olympics.time.com/2012/07/27/technologys-touch-how-a...
        
         | tcmb wrote:
         | With regards to swimming, I once read they measure times only
         | up to hundredths of seconds, because the individual lanes of
         | the pool cannot be built to be the same length within a margin
         | of error that would warrant measuring times more accurately.
         | 
         | https://deadspin.com/this-is-why-there-are-so-many-ties-in-s...
        
           | ArnoVW wrote:
           | Same reason why in athletics the starter pistol sound is
           | transmitted via a speaker behind each individual lane.
           | Otherwise the speed of sound would disadvantage the lane
           | furthest from the starter pistol by more than a hundredth of
           | a second.
        
             | f137 wrote:
             | Thanks, I was wandering how they account for the speed of
             | sound but was lazy to google )
        
             | Cerium wrote:
             | They could just trigger the starter from a long distance
             | behind or in front of the line instead.
        
               | blackboxlogic wrote:
               | If the starter pistol is too far away, there's a chance
               | to see the smoke before hearing it.
        
               | ASalazarMX wrote:
               | Or use a visual cue. I've always wondered why they need a
               | pistol.
        
               | mikestew wrote:
               | Sprinters, for whom small margins make the biggest
               | difference, are most often not looking at the starter.
               | Granted, could be because they don't have to because
               | someone is firing a .32 caliber blank nearby, but that
               | horse has left the barn for now.
        
               | benzor wrote:
               | Interesting factoid: the human brain processes sound
               | faster that sight [1]. The difference cited in the paper
               | below is roughly 40 ms, which is small in an absolute
               | sense, but compared to the relative time tolerances we
               | are discussing here in this parent article, it's huge!
               | 
               | Naturally this effect cancels out if all competitors get
               | the same visual cue, however it's still to the benefit of
               | athletes and fans to want quicker reaction times:
               | 
               | - Shorter overall reaction times means faster races means
               | better records
               | 
               | - The standard deviation of reaction times is smaller for
               | sound than for sight, which means the reaction time is
               | more fair to all
               | 
               | [1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4456887/
        
               | mattkrause wrote:
               | Vision is amazingly sluggish. Turning an incoming photon
               | into a nerve impulse involves a whole mess of slow (and
               | fascinating) chemistry, just to leave the rod or code.
               | Once it does that, the resulting signal bounces around
               | the retina and then a huge portion of the brain before
               | it's available for "action."
               | 
               | The auditory system, on the other hand, is optimized for
               | speed. It has a giant synapse (=connections between
               | cells), called the Calyx of Held, that is specialized for
               | extremely fast (sub-millisecond), reliable transmission
               | between cells. They're really cool looking: https://www.e
               | urekalert.org/multimedia/pub/213595.php?from=44...
        
               | jfengel wrote:
               | At least some swim meets use a light and a buzzer. I
               | first encountered that many years ago at Gallaudet, a
               | school for the deaf. I think that has become common at
               | all swim races. It certainly makes sense to not exclude
               | racers who can't hear.
               | 
               | I did note at the time that the gunshot sound put an
               | extra oomph into the start over a buzzer. No idea whether
               | that actually made a difference to my time, but it sure
               | got my heart rate up.
        
               | tomr_stargazer wrote:
               | My father was a world-class competitive swimmer and is a
               | Deaf man. His stories about needing to rely on a visual
               | cue when his hearing competitors benefited from the
               | pistol sound were always fun -- as is the joy on his face
               | when he narrates that he always beat them anyways.
        
               | jlmcguire wrote:
               | When I ran cross country in high school our coach always
               | said to go on the sight of the smoke not the sound of the
               | shot. This was when the starter was in front of the whole
               | mass of runners. Not sure if it ever helped me given we
               | were mass starting a race that lasted for 3ish miles.
        
               | mattkrause wrote:
               | If you were by yourself, that would only shave a fraction
               | of a second off your 5k time. However, getting out in
               | front of a big mass start also helps you avoid getting
               | caught in "traffic", which can really bog you down.
        
         | Supposedly wrote:
         | Regarding the swimming issue, there is no underwater photo at
         | the website which you linked, but one can google it, and it
         | clearly shows that Phelps came in second. Arguments were made
         | by Omega that the finish pad did not register Cavic's press on
         | time since the force used was not enough.
         | 
         | Moral of the story is that human error (be that of a mechanical
         | nature) will always exist, but more care should be given in
         | competitive sports. If you do not have the means to decide the
         | winner, call it a tie, but if you do, even at the cost of a
         | 350,000 photo/sec camera, then do it, but by all means do it
         | correctly, because it might cost someone a gold medal at the
         | Olympic games, and for the sake of people who put their life
         | into competitive sports, this should not happen.
        
           | parliament32 wrote:
           | On the contrary.. Phelps is on the left here: https://www.si.
           | com/.image/c_limit/MTY4MTg2NTcxMTk0MzEyMDY0/p...
        
         | lcuff wrote:
         | I agree with questioning the sanity ... There are likely all
         | sorts of advantages and disadvantages that might exist at this
         | level of granularity. For example who is on the inside at the
         | start of the first curve of the race? Are the start and finish
         | lines in exactly the same orientation (direction) and (as
         | somebody else mentions) is everybody at the same distance from
         | the starting gun? Speed of sound is finite. Call it a tie!
        
         | sverhagen wrote:
         | I don't think the competition really is: who's the fastest in a
         | 216km race? Rather: who's strong enough to endure a 200km tour,
         | and then still have the energy for a 16km race? I say this half
         | jokingly only.
        
           | crawdog wrote:
           | This is really a team sport. There is a lot of strategy that
           | goes into aligning the proper resources to win the race -
           | From controlling the field, pulling in breakaways, supporting
           | your teammates through mechanicals and still having the
           | energy to finish out the final sprint. I would suggest
           | catching the 30min breakdowns of the race on NBC Sports and
           | the Latern Rouge on Youtube to better understand the race in
           | a compressed format.
        
             | davidw wrote:
             | For the people here who are really in to bike racing, Chris
             | Horner's "Butterfly Effect" videos are an interesting look
             | at tactics.
        
               | TwoBit wrote:
               | Chris Horner could have been another Lemond or Armstrong
               | if his career had played out better. He did win a grand
               | tour though to prove that ability.
        
               | davidw wrote:
               | I occasionally see him around town here in Bend, which is
               | kind of cool. His was... a difficult era in pro cycling.
               | But putting that aside, his analysis of tactics is good,
               | I think, and of interest for those looking to learn more
               | about how a team runs things.
        
           | vanderZwan wrote:
           | I don't think this changes anything about the point being
           | made by the person you were replying to though, unless I'm
           | missing something
        
             | xenocratus wrote:
             | He's saying "it's not a 200km race, it's a 199km 'warmup'
             | followed by a 1km sprint", so yes, it does change the
             | perspective on how to judge how tight a race is
        
               | TwoBit wrote:
               | Many or most of the competitors would disagree it's not a
               | race until KM 199. Only in boring flat races where the
               | pack stays all together and there are no serious
               | breakaways is that true.
        
               | taejo wrote:
               | I know next to nothing about competitive cycling (I'm a
               | commuter and occasional touring cyclist) but would it be
               | accurate to say it's a strategy game for something like
               | 180 km interspersed with 20 km total of racing?
        
           | LanceH wrote:
           | I was in a conversation with some professional runners. A
           | hobbyist in the same club asked, "when does it stop hurting?"
           | They laughed and said, "It never stops. It's about how much
           | you can make the other guy hurt."
           | 
           | Cycling races are much the same with a team dynamic included.
           | It's a matter of choosing between setting a pace that a
           | sprint finisher can't follow over a long period, or
           | sheltering a sprinter from the wind so he can put in maximal
           | effort at the end of the race. There are all sorts of
           | variations based on strength of team, weather, terrain, luck,
           | politics between teams, race goals, etc...
        
             | jkaptur wrote:
             | The other famous quote in this regard is "It never gets
             | easier, you just go faster."
        
               | jdechko wrote:
               | Rule #10, my second favorite rule only to Rule #5.
        
             | nradov wrote:
             | At the elite level of endurance sports everyone is in
             | excellent condition and has optimal genetics. What really
             | makes a winner is the ability to _suffer_.
        
           | vbsteven wrote:
           | That's the beauty of cycling isn't it? Sometimes the race-
           | winning move is decided in a team car 150km from the line,
           | and the next day it comes down to millimeters. This
           | unpredictability is what keeps most viewers hooked to their
           | TV sets for 6 hours on big race days.
        
             | usrusr wrote:
             | Sometimes, as in when it happens, people might still be
             | talking about it decades later (I'm only slightly
             | exaggerating)
             | 
             | But all spectator sports seem to gain much their appeal
             | from the imperfections that make them special. In road
             | cycling, it's the imbalance of many hours of what computer
             | gamers would call mostly cooperative PvE serving as a
             | buildup for the few seconds of the finish (unless it's a
             | solo, which is super attractive for the audience because
             | it's rare, but would be rather boring if it wasn't).
        
         | zappo2938 wrote:
         | > 216.75km long race by someone who (possibly) won by 0.016
         | seconds
         | 
         | In cycling races that are not time trials it is disadvantaged
         | to be in the lead until the last 0.016 seconds. The peleton in
         | the video was quickly catching up to the three lead riders not
         | because they were tired but rather because they were fighting
         | to be in third position. It is just as much like a strategic
         | game of chess as an endurance sport. Because of this, the game
         | only works if a contender can win by a hair's length.
        
         | zython wrote:
         | In cycling you dont race the parcours you race your opponent,
         | so the winner will do just as much work as is needed to beat
         | his opponent.
        
           | oconnor663 wrote:
           | I think this is the key. The strategy that makes you most
           | likely to beat your personal best, isn't the same as the
           | strategy that makes you most likely to win the race. Races
           | this close don't mean that the athletes were incredibly
           | exactly matched, but that their racing strategies kept them
           | close to each other.
        
         | dropofwill wrote:
         | To me at least the length of the race just makes the situation
         | less likely to occur. The problem is still in play for a 4 km
         | pursuit or in theory the transcontinental race (though the
         | likelihood of a sprint finish is near 0).
         | 
         | In general I think in sport we should use replay tech to
         | eliminate errors that human judges _can_ make, not improve
         | accuracy beyond what was possible for them to see (because
         | fundamentally these are philosophically vague). And then just
         | have rules for ties that are good for the sport: ties go to the
         | runner in baseball, offsides go to the attacking player in
         | soccer (I believe the dutch do something like this by using
         | thicker lines for their VAR?), etc.
         | 
         | But with cycling the whole game is decided by the finish, so I
         | think that makes a bit harder to come up with a satisfying
         | approach.
         | 
         | I was curious what the actual rules are about calling ties.
         | Apparently if there's no photo finish tech and the sprint
         | between 2 riders can't be decided its called a "dead heat":
         | 
         | > if the finish takes place on a road, the two riders will race
         | against one another over a distance of 1000 m, from a standing
         | start
         | 
         | https://www.uci.org/docs/default-source/publications/practic...
         | (page 26)
         | 
         | Which sounds awesome to me. If it's a group of 3 or more they
         | are just declared 'equals'.
         | 
         | The rules for ties with photo finish tech (basically all pro
         | races afaik) is kind of weird? All I could find was:
         | 
         | > If, after all technical means available have been exhausted,
         | it is still not possible to separate riders for one of the
         | first three places at the world championships or Olympic Games,
         | these riders shall each be awarded the placing in question. No
         | award shall be made for the following placing, or, where there
         | is a three-way tie, for the following two placings
         | 
         | - Rule 2.3.043 in the UCI Road Race rulebook
         | 
         | Not clear what that means for races like Amstel...
        
       | kingosticks wrote:
       | There's a arguably better, higher level writeup at
       | https://cyclingtips.com/2021/04/making-sense-of-the-controve...
       | which concludes:
       | 
       | > The black line is a visual approximation of the placement of
       | the finish, but the image from the photo finish camera is the
       | true arbiter of the result - not the other way around. It's
       | technical and it's a bit confusing, but it's clear-cut and the
       | riders and officials are playing the same game with the same
       | known set of rules.
       | 
       | > According to UCI regulations, the photo finish verdict is
       | final, because the finish line is what the photo finish says it
       | is.
       | 
       | Which makes most of the detective work here sadly pointless.
       | 
       | Pidcock probably didn't need to tweet his take, in the same way
       | he didn't need to post that ridiculous bogus 5k time!
       | https://www.rouleur.cc/blogs/the-rouleur-journal/the-column-...
        
         | Invictus0 wrote:
         | If there are supposed to be two photo finish cameras, how can
         | the photo finish be the true arbiter? The two cameras cannot
         | possibly be perfectly aligned.
        
           | kingosticks wrote:
           | I'm not an expert but the UCI document labels it as "1 main
           | camera, 1 opposite". So I would guess the "main" camera is
           | the source of truth and the other is a backup?
           | 
           | Either way, presumably both cameras ideally need to be
           | aligned _to the line_ as stated. That should be possible and
           | perfect alignment between the two cameras isn 't required. I
           | can't see anywhere that it states the two cameras actually
           | need to agree, isn't it fine providing one of them is used
           | consistently.
        
         | bagacrap wrote:
         | this. Also the camera is intentionally not aligned to the black
         | strip on the tarmac as tires are black and this would make it
         | hard to see them.
        
       | jrnvs wrote:
       | Here's an interview with the photo operator, in Dutch:
       | https://nos.nl/artikel/2377417-fotofinish-operator-amstel-go...
       | 
       | Interviewer: Is it possible that the photo was taken a wee bit
       | before the black line? Photo operator: I doubt it... I doubt it
       | because we really took a good look if it's all been set up
       | correctly.
        
         | tinus_hn wrote:
         | That's obviously wrong because if they had pointed at the black
         | line, the background of the picture wouldn't have been the
         | white part of the bar.
        
         | sverhagen wrote:
         | I operated the photo finish at the Amstel Gold Race for a few
         | years, in the early 2000s, as well as at many other races in
         | the Netherlands, Belgium and Germany. We weren't a constant
         | presence at that event, as the association liked it better to
         | either bring in their own people, or rather full-time
         | professionals like the company that does La Tour de France. My
         | boss at that time later sold his timing business to the guy who
         | operated the photo finish this year (the one being
         | interviewed).
         | 
         | While all folks involved here take great pride in their work,
         | the alignment of the camera just never got the attention it
         | clearly deserved. No one ever did the math and they just
         | assumed the difference wasn't significant. Also, people just
         | liked it better to align the camera on the white part of the
         | finish line, since it greatly improves the contrast of the
         | capture. I am sure the equipment has improved, but for a long
         | time, the only thing you were concerned about was contrast, a
         | sudden change in weather (lighting) was known to, at times,
         | render the entire operation useless. Particularly since we were
         | a small operation with only one (photo-finish) camera. Plenty
         | of times I had to climb up ladders and vans to make eleventh
         | hour adjustments to the equipment, with the contestants already
         | in sight.
         | 
         | I feel super bad for the guy. To his defense, the
         | responsibility lies with the UCI officials. To their defense,
         | they do not check up on details like this. Until now, that is.
         | 
         | I remember at least one other time where the broadcast camera
         | (they also tend to have one exactly on the finish line) seemed
         | in disagreement with our "official" photo finish results. That
         | time, a simple shrug did the trick: "hey, photo finish, you
         | know".
        
           | tomglynch wrote:
           | Hi Sverhagen, thanks for such an interesting insight. I do
           | feel bad for the guy too, tough gig to have the cycling world
           | analysing you just trying to do your job - especially when
           | there are so many variables he'd have to account for.
           | 
           | And 99.9% of the time it wouldn't make a difference, he's
           | just very unlucky that this time it may have (or may not
           | have, but either way it's brought a focus to the camera
           | position).
           | 
           | I see you're now a software engineer. How did you end up
           | moving from photo-finish operations to software?
        
       | getlawgdon wrote:
       | I'm deeply familiar with FAT andamera systems in track and field.
       | I often wonder if they are a relic but in track the timing can be
       | trickier due to location of the torso. Wouldn't a transponder on
       | a each headtube in the race potentially work better? They could
       | talk communicate with sensors all around and in the finish line.
        
       | tgtweak wrote:
       | Taking "Internet Detective" to new and exotic levels.
        
         | tomglynch wrote:
         | Haha thank you - which part stood out to you?
        
           | disillusioned wrote:
           | Bro, literally all of it. What a great piece. Down to
           | guesstimating the tire sizes, tracking down the line width,
           | accounting for road camber, etc. Really enjoyed this.
        
             | tomglynch wrote:
             | Haha cheers! Enjoyed every moment of it (though I did spend
             | quite a while on it all!)
        
       | sachkris wrote:
       | Nice write-up. Instead of these photo-finish cameras, would a
       | piezoelectric sensor strip on the road (plus perhaps a regular
       | camera) be a better solution to judge the winner in such cases?
        
         | martyvis wrote:
         | That would only work if the wheels were exactly the same
         | diameter (assuming that the actual line is where the most
         | forward part of the wheel crosses )
        
         | mod wrote:
         | No, because as I understand it we don't judge the winner from
         | the base of the wheel, but rather the front of it.
        
         | Luc wrote:
         | But van Aert's front wheel was not even touching the road as he
         | crossed the finish line...
        
         | Workaccount2 wrote:
         | I was thinking about this problem too, and realized that the
         | photo-finish also provides placings for all the other
         | contestants. Some other type of sensor might be able to more
         | accurately place who was first, but could struggle greatly
         | differentiating the pack of contestants behind them.
        
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